LLM
Text-to-SQL: Comparison of LLM Accuracy in 2025
I have been relying on SQL for data analysis for 18 years, beginning with my days as a consultant. Translating natural-language questions into SQL makes data more accessible, allowing anyone, even those without technical skills, to work directly with databases.
Top 5 AI Gateways for OpenAI: OpenRouter Alternatives
The growing number of LLM providers creates significant API management hurdles. AI gateways address this complexity by acting as a central routing point, enabling developers to interact with multiple providers through a single, unified API, thereby simplifying development and maintenance.
Best Vector Database for RAG: Qdrant vs. Weaviate vs. Pinecone
Vector databases power the retrieval layer in RAG workflows by storing document and query embeddings as high‑dimensional vectors. They enable fast similarity searches based on vector distances.
LLM VRAM Calculator for Self-Hosting in 2025
The use of LLMs has become inevitable, but relying solely on cloud-based APIs can be limiting due to cost, reliance on third parties, and potential privacy concerns. That’s where self-hosting an LLM for inference (also called on-premises LLM hosting or on-prem LLM hosting) comes in.
AI Hallucination: Comparison of the Most Popular LLMs ['25]
AI models sometimes generate data that seems plausible but is incorrect or misleading; known as AI hallucinations. According to Deloitte, 77% of businesses who joined the study are concerned about AI hallucinations. We benchmarked 16 LLMs with 60 questions to each one to measure their hallucination rates: Results Our benchmark revealed that OpenAI GPT-4.
Top 15 Contract Review Software & 5 Use Cases in 2025
We analyzed the top 15 contract review software solutions and compared them with LLMs, which have a notable performance on legal tasks, to see how they might help simplify the contract review process.
LLM Pricing: Top 15+ Providers Compared in 2025
We analyzed 15+ LLMs and their pricing and performance. LLM API pricing can be complex and depends on your preferred usage. If you plan to use: [data_table slug=llm-prices] Hover over model names to see their full names and over headers to see explanations about the columns.
Compare Top 11 LLM Orchestration Frameworks in 2025
Leveraging multiple LLMs concurrently demands significant computational resources, driving up costs and introducing latency challenges. In the evolving landscape of AI, efficient LLM orchestration is essential for optimizing performance while minimizing expenses. Explore key strategies and tools for managing multiple LLMs effectively.
Top 20+ Agentic RAG Frameworks in 2025
Agentic RAG enhances traditional RAG by boosting LLM performance and enabling greater specialization. We conducted a benchmark to assess its performance on routing between multiple databases and generating queries. Explore agentic RAG frameworks and libraries, key differences from standard RAG, benefits, and challenges to unlock their full potential.
Compare Top 20 LLM Security Tools & Free Frameworks
Chevrolet of Watsonville, a car dealership, introduced a ChatGPT-based chatbot on their website. However, the chatbot falsely advertised a car for $1, potentially leading to legal consequences and resulting in a substantial bill for Chevrolet. Incidents like these highlight the importance of implementing security measures to LLM applications.